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Statewide testing programs commonly use the anchor test design to place student scores from different administrations onto one scale. The d-squared method and robust z statistic are often used to ensure the anchor set is performing similarly across administrations. This simulation study evaluates different criteria of d-squared and robust z for evaluating and selecting the optimal anchor set under Rasch model.